Figures

Input

Diagnostics

Results

Retro

Reference points

Miscelaneous

Tables

Parameter estimates

Parameter estimates, standard errors, and confidence intervals. Rounded to 3 decimal places.
Estimate Std. Error 95% CI lower 95% CI upper
BSB North mean log(R) intercept \(5.771\) \(0.987\) \(3.836\) \(7.706\)
BSB North in North NAA \(\sigma\) (age 1) \(0.781\) \(0.111\) \(0.591\) \(1.031\)
BSB North in North NAA \(\sigma\) (ages 2-8+) \(0.889\) \(0.056\) \(0.786\) \(1.006\)
BSB North in South NAA \(\sigma\) (age 1) \(0.781\) \(0.111\) \(0.591\) \(1.031\)
BSB North in North NAA AR1 \(\rho\) age \(0.093\) \(0.099\) \(-0.103\) \(0.282\)
BSB North in North NAA AR1 \(\rho\) year \(0.317\) \(0.093\) \(0.124\) \(0.486\)
BSB South Mean Recruitment \(20431.731\) \(4797.014\) \(12896.086\) \(32370.725\)
BSB South in North NAA \(\sigma\) (age 1) \(0.472\) \(0.070\) \(0.353\) \(0.631\)
BSB South in North NAA \(\sigma\) (ages 2-8+) \(0.351\) \(0.059\) \(0.252\) \(0.488\)
BSB South in South NAA \(\sigma\) (age 1) \(0.472\) \(0.070\) \(0.353\) \(0.631\)
BSB South in South NAA \(\sigma\) (ages 2-8+) \(0.351\) \(0.059\) \(0.252\) \(0.488\)
BSB South in North NAA AR1 \(\rho\) age \(-0.284\) \(0.139\) \(-0.529\) \(0.004\)
BSB South in North NAA AR1 \(\rho\) year \(0.598\) \(0.103\) \(0.360\) \(0.763\)
BSB South in South NAA AR1 \(\rho\) age \(-0.284\) \(0.139\) \(-0.529\) \(0.004\)
BSB South in South NAA AR1 \(\rho\) year \(0.598\) \(0.103\) \(0.360\) \(0.763\)
North NEFSC Spring Alb fully selected q \(2.881\times 10^{-5}\) \(5.627\times 10^{-6}\) \(1.964\times 10^{-5}\) \(4.224\times 10^{-5}\)
North NEAMAP fully selected q \(7.377\times 10^{-5}\) \(1.508\times 10^{-5}\) \(4.942\times 10^{-5}\) \(1.101\times 10^{-4}\)
North MADMF fully selected q \(1.059\times 10^{-4}\) \(1.708\times 10^{-5}\) \(7.723\times 10^{-5}\) \(1.453\times 10^{-4}\)
North RI fully selected q \(3.004\times 10^{-5}\) \(5.087\times 10^{-6}\) \(2.156\times 10^{-5}\) \(4.186\times 10^{-5}\)
North CT fully selected q \(4.800\times 10^{-5}\) \(8.224\times 10^{-6}\) \(3.431\times 10^{-5}\) \(6.716\times 10^{-5}\)
North NY fully selected q \(1.368\times 10^{-5}\) \(3.442\times 10^{-6}\) \(8.352\times 10^{-6}\) \(2.240\times 10^{-5}\)
North REC CPA fully selected q \(1.072\times 10^{-4}\) \(1.870\times 10^{-5}\) \(7.614\times 10^{-5}\) \(1.509\times 10^{-4}\)
South NEFSC spring Alb fully selected q \(1.420\times 10^{-4}\) \(3.172\times 10^{-5}\) \(9.161\times 10^{-5}\) \(2.200\times 10^{-4}\)
South NEAMAP fully selected q \(4.168\times 10^{-6}\) \(9.446\times 10^{-7}\) \(2.673\times 10^{-6}\) \(6.499\times 10^{-6}\)
South NJ fully selected q \(1.240\times 10^{-4}\) \(1.642\times 10^{-5}\) \(9.565\times 10^{-5}\) \(1.607\times 10^{-4}\)
South DE fully selected q \(2.604\times 10^{-5}\) \(4.724\times 10^{-6}\) \(1.825\times 10^{-5}\) \(3.716\times 10^{-5}\)
South MD fully selected q \(3.763\times 10^{-5}\) \(6.064\times 10^{-6}\) \(2.743\times 10^{-5}\) \(5.160\times 10^{-5}\)
South VIMS fully selected q \(2.732\times 10^{-5}\) \(4.923\times 10^{-6}\) \(1.919\times 10^{-5}\) \(3.889\times 10^{-5}\)
South NEFSC winter fully selected q \(0.266\) \(0.057\) \(0.174\) \(0.406\)
South REC CPA fully selected q \(1.475\times 10^{-4}\) \(2.148\times 10^{-5}\) \(1.109\times 10^{-4}\) \(1.962\times 10^{-4}\)
South BIGELOW fully selected q \(1.931\times 10^{-4}\) \(3.215\times 10^{-5}\) \(1.393\times 10^{-4}\) \(2.676\times 10^{-4}\)
Block 1: North Commercial Mean Selectivity for age 1 \(0.013\) \(0.008\) \(0.004\) \(0.044\)
Block 1: North Commercial Mean Selectivity for age 2 \(0.317\) \(0.129\) \(0.126\) \(0.599\)
Block 1: North Commercial Mean Selectivity for age 3 \(0.835\) \(0.090\) \(0.585\) \(0.948\)
Block 1: North Commercial Mean Selectivity for age 4 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 5 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 6 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 7 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 8+ \(1.000\) – – –
Block 2: North Recreational Mean Selectivity for age 1 \(0.026\) \(0.018\) \(0.006\) \(0.097\)
Block 2: North Recreational Mean Selectivity for age 2 \(0.338\) \(0.157\) \(0.114\) \(0.670\)
Block 2: North Recreational Mean Selectivity for age 3 \(0.587\) \(0.173\) \(0.260\) \(0.852\)
Block 2: North Recreational Mean Selectivity for age 4 \(0.782\) \(0.125\) \(0.461\) \(0.938\)
Block 2: North Recreational Mean Selectivity for age 5 \(0.876\) \(0.083\) \(0.613\) \(0.969\)
Block 2: North Recreational Mean Selectivity for age 6 \(0.939\) \(0.049\) \(0.741\) \(0.988\)
Block 2: North Recreational Mean Selectivity for age 7 \(1.000\) – – –
Block 2: North Recreational Mean Selectivity for age 8+ \(1.000\) – – –
Block 3: South Commercial \(a_{50}\) \(2.326\) \(0.122\) \(2.094\) \(2.573\)
Block 3: South Commercial 1/slope (increasing) \(0.387\) \(0.035\) \(0.324\) \(0.460\)
Block 4: South Recreational \(a_{50}\) \(2.424\) \(0.290\) \(1.896\) \(3.027\)
Block 4: South Recreational 1/slope (increasing) \(0.742\) \(0.131\) \(0.522\) \(1.042\)
Block 9: North NEFSC Spring Alb Mean Selectivity for age 1 \(0.084\) \(0.084\) \(0.011\) \(0.440\)
Block 9: North NEFSC Spring Alb Mean Selectivity for age 2 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 3 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 4 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 5 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 6 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 7 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 8+ \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 1 \(0.020\) \(0.013\) \(0.006\) \(0.068\)
Block 10: North NEAMAP Mean Selectivity for age 2 \(0.487\) \(0.158\) \(0.216\) \(0.766\)
Block 10: North NEAMAP Mean Selectivity for age 3 \(1.000\) \(1.279\times 10^{-5}\) \(0.000\) \(1.000\)
Block 10: North NEAMAP Mean Selectivity for age 4 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 5 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 6 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 7 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 8+ \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 1 \(0.006\) \(0.002\) \(0.003\) \(0.011\)
Block 11: North MADMF Mean Selectivity for age 2 \(0.222\) \(0.039\) \(0.156\) \(0.307\)
Block 11: North MADMF Mean Selectivity for age 3 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 4 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 5 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 6 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 7 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 8+ \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 1 \(0.042\) \(0.035\) \(0.008\) \(0.195\)
Block 12: North RI Mean Selectivity for age 2 \(0.261\) \(0.165\) \(0.062\) \(0.653\)
Block 12: North RI Mean Selectivity for age 3 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 4 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 5 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 6 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 7 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 8+ \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 1 \(0.016\) \(0.010\) \(0.005\) \(0.053\)
Block 13: North CT Mean Selectivity for age 2 \(0.263\) \(0.117\) \(0.099\) \(0.538\)
Block 13: North CT Mean Selectivity for age 3 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 4 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 5 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 6 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 7 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 8+ \(1.000\) – – –
Block 14: North NY Selectivity for age 1 \(1.000\) – – –
Block 14: North NY Selectivity for age 2 \(0.000\) – – –
Block 14: North NY Selectivity for age 3 \(0.000\) – – –
Block 14: North NY Selectivity for age 4 \(0.000\) – – –
Block 14: North NY Selectivity for age 5 \(0.000\) – – –
Block 14: North NY Selectivity for age 6 \(0.000\) – – –
Block 14: North NY Selectivity for age 7 \(0.000\) – – –
Block 14: North NY Selectivity for age 8+ \(0.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 1 \(0.135\) \(0.053\) \(0.060\) \(0.277\)
Block 15: North REC CPA Mean Selectivity for age 2 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 3 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 4 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 5 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 6 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 7 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 8+ \(1.000\) – – –
Block 16: South NEFSC spring Alb Selectivity for age 1 \(0.077\) \(0.026\) \(0.039\) \(0.147\)
Block 16: South NEFSC spring Alb Selectivity for age 2 \(0.342\) \(0.099\) \(0.180\) \(0.552\)
Block 16: South NEFSC spring Alb Selectivity for age 3 \(0.656\) \(0.154\) \(0.333\) \(0.879\)
Block 16: South NEFSC spring Alb Selectivity for age 4 \(1.000\) – – –
Block 16: South NEFSC spring Alb Selectivity for age 5 \(1.000\) – – –
Block 16: South NEFSC spring Alb Selectivity for age 6 \(1.000\) – – –
Block 16: South NEFSC spring Alb Selectivity for age 7 \(1.000\) – – –
Block 16: South NEFSC spring Alb Selectivity for age 8+ \(1.000\) – – –
Block 17: South NEAMAP Selectivity for age 1 \(1.000\) – – –
Block 17: South NEAMAP Selectivity for age 2 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 3 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 4 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 5 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 6 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 7 \(0.000\) – – –
Block 17: South NEAMAP Selectivity for age 8+ \(0.000\) – – –
Block 18: South NJ Selectivity for age 1 \(0.071\) \(0.016\) \(0.046\) \(0.110\)
Block 18: South NJ Selectivity for age 2 \(1.000\) – – –
Block 18: South NJ Selectivity for age 3 \(1.000\) – – –
Block 18: South NJ Selectivity for age 4 \(1.000\) – – –
Block 18: South NJ Selectivity for age 5 \(1.000\) – – –
Block 18: South NJ Selectivity for age 6 \(1.000\) – – –
Block 18: South NJ Selectivity for age 7 \(1.000\) – – –
Block 18: South NJ Selectivity for age 8+ \(1.000\) – – –
Block 19: South DE Selectivity for age 1 \(1.000\) – – –
Block 19: South DE Selectivity for age 2 \(0.000\) – – –
Block 19: South DE Selectivity for age 3 \(0.000\) – – –
Block 19: South DE Selectivity for age 4 \(0.000\) – – –
Block 19: South DE Selectivity for age 5 \(0.000\) – – –
Block 19: South DE Selectivity for age 6 \(0.000\) – – –
Block 19: South DE Selectivity for age 7 \(0.000\) – – –
Block 19: South DE Selectivity for age 8+ \(0.000\) – – –
Block 20: South MD Selectivity for age 1 \(1.000\) – – –
Block 20: South MD Selectivity for age 2 \(0.000\) – – –
Block 20: South MD Selectivity for age 3 \(0.000\) – – –
Block 20: South MD Selectivity for age 4 \(0.000\) – – –
Block 20: South MD Selectivity for age 5 \(0.000\) – – –
Block 20: South MD Selectivity for age 6 \(0.000\) – – –
Block 20: South MD Selectivity for age 7 \(0.000\) – – –
Block 20: South MD Selectivity for age 8+ \(0.000\) – – –
Block 21: South VIMS Selectivity for age 1 \(1.000\) – – –
Block 21: South VIMS Selectivity for age 2 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 3 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 4 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 5 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 6 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 7 \(0.000\) – – –
Block 21: South VIMS Selectivity for age 8+ \(0.000\) – – –
Block 22: South NEFSC winter Selectivity for age 1 \(0.330\) \(0.085\) \(0.188\) \(0.512\)
Block 22: South NEFSC winter Selectivity for age 2 \(0.698\) \(0.130\) \(0.407\) \(0.886\)
Block 22: South NEFSC winter Selectivity for age 3 \(1.000\) – – –
Block 22: South NEFSC winter Selectivity for age 4 \(1.000\) – – –
Block 22: South NEFSC winter Selectivity for age 5 \(1.000\) – – –
Block 22: South NEFSC winter Selectivity for age 6 \(1.000\) – – –
Block 22: South NEFSC winter Selectivity for age 7 \(1.000\) – – –
Block 22: South NEFSC winter Selectivity for age 8+ \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 1 \(0.459\) \(0.087\) \(0.300\) \(0.628\)
Block 23: South REC CPA Selectivity for age 2 \(0.916\) \(0.109\) \(0.403\) \(0.994\)
Block 23: South REC CPA Selectivity for age 3 \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 4 \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 5 \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 6 \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 7 \(1.000\) – – –
Block 23: South REC CPA Selectivity for age 8+ \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 1 \(0.133\) \(0.035\) \(0.079\) \(0.216\)
Block 24: South BIGELOW Selectivity for age 2 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 3 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 4 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 5 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 6 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 7 \(1.000\) – – –
Block 24: South BIGELOW Selectivity for age 8+ \(1.000\) – – –
Block 1: North Commercial Selectivity RE \(\sigma\) \(0.407\) \(0.122\) \(0.227\) \(0.731\)
Block 1: North Commercial Selectivity RE AR1 \(\rho\) (age) \(0.549\) \(0.102\) \(0.495\) \(0.958\)
Block 1: North Commercial Selectivity RE AR1 \(\rho\) (year) \(0.491\) \(0.130\) \(0.376\) \(0.942\)
Block 2: North Recreational Selectivity RE \(\sigma\) \(0.226\) \(0.037\) \(0.164\) \(0.311\)
Block 2: North Recreational Selectivity RE AR1 \(\rho\) (age) \(0.527\) \(0.065\) \(0.648\) \(0.917\)
Block 2: North Recreational Selectivity RE AR1 \(\rho\) (year) \(0.669\) \(0.036\) \(0.812\) \(0.971\)
Block 9: North NEFSC Spring Alb Selectivity RE \(\sigma\) \(1.258\) \(0.563\) \(0.523\) \(3.024\)
Block 9: North NEFSC Spring Alb Selectivity RE AR1 \(\rho\) (age) \(0.000\) – – –
Block 9: North NEFSC Spring Alb Selectivity RE AR1 \(\rho\) (year) \(0.407\) \(0.224\) \(0.006\) \(0.938\)
Block 10: North NEAMAP Selectivity RE \(\sigma\) \(1.418\) \(0.410\) \(0.804\) \(2.500\)
Block 10: North NEAMAP Selectivity RE AR1 \(\rho\) (year) \(0.133\) \(0.373\) \(-0.475\) \(0.782\)
Block 11: North MADMF Selectivity RE \(\sigma\) \(0.909\) \(0.206\) \(0.582\) \(1.418\)
Block 11: North MADMF Selectivity RE AR1 \(\rho\) (year) \(-0.029\) \(0.346\) \(-0.628\) \(0.554\)
Block 12: North RI Selectivity RE \(\sigma\) \(1.111\) \(0.320\) \(0.632\) \(1.956\)
Block 12: North RI Selectivity RE AR1 \(\rho\) (year) \(0.464\) \(0.218\) \(-0.018\) \(0.966\)
Block 13: North CT Selectivity RE \(\sigma\) \(1.016\) \(0.260\) \(0.615\) \(1.679\)
Block 13: North CT Selectivity RE AR1 \(\rho\) (year) \(0.408\) \(0.178\) \(0.183\) \(0.913\)
Block 15: North REC CPA Selectivity RE \(\sigma\) \(0.345\) \(0.084\) \(0.214\) \(0.556\)
Block 15: North REC CPA Selectivity RE AR1 \(\rho\) (year) \(0.581\) \(0.091\) \(0.535\) \(0.968\)
North Commercial in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(62.996\) \(8.004\) \(49.110\) \(80.809\)
North Recreational in North age comp, logistic-normal: \(\sigma\) \(2.996\) \(0.382\) \(2.333\) \(3.847\)
South Commercial in South age comp, logistic-normal: \(\sigma\) \(34.726\) \(3.337\) \(28.765\) \(41.922\)
South Commercial in South age comp, logistic-normal: \(\rho\) \(0.755\) \(0.051\) \(0.641\) \(0.842\)
South Recreational in South age comp, logistic-normal: \(\sigma\) \(33.180\) \(3.697\) \(26.670\) \(41.277\)
South Recreational in South age comp, logistic-normal: \(\rho\) \(0.843\) \(0.036\) \(0.760\) \(0.901\)
North NEFSC Spring Alb in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(2.273\) \(0.539\) \(1.427\) \(3.618\)
North NEAMAP in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(18.867\) \(3.183\) \(13.555\) \(26.260\)
North MADMF in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(19.999\) \(2.281\) \(15.994\) \(25.008\)
North RI in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(4.302\) \(0.549\) \(3.351\) \(5.524\)
North CT in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(11.115\) \(1.208\) \(8.982\) \(13.754\)
North REC CPA in North age comp, logistic-normal: \(\sigma\) \(4.648\) \(0.466\) \(3.819\) \(5.658\)
South NEFSC spring Alb in South age comp, logistic-normal: \(\sigma\) \(46.969\) \(6.143\) \(36.349\) \(60.692\)
South NEFSC spring Alb in South age comp, logistic-normal: \(\rho\) \(0.781\) \(0.065\) \(0.628\) \(0.883\)
South NJ in South age comp, logistic-normal: \(\sigma\) \(60.562\) \(6.461\) \(49.136\) \(74.646\)
South NJ in South age comp, logistic-normal: \(\rho\) \(0.844\) \(0.038\) \(0.755\) \(0.905\)
South NEFSC winter in South age comp, logistic-normal: \(\sigma\) \(37.042\) \(5.276\) \(28.019\) \(48.970\)
South NEFSC winter in South age comp, logistic-normal: \(\rho\) \(0.828\) \(0.055\) \(0.694\) \(0.910\)
South REC CPA in South age comp, logistic-normal: \(\sigma\) \(31.413\) \(3.621\) \(25.060\) \(39.377\)
South REC CPA in South age comp, logistic-normal: \(\rho\) \(0.844\) \(0.037\) \(0.756\) \(0.904\)
South BIGELOW in South age comp, logistic-normal: \(\sigma\) \(27.812\) \(3.592\) \(21.591\) \(35.824\)
South BIGELOW in South age comp, logistic-normal: \(\rho\) \(0.538\) \(0.134\) \(0.288\) \(0.771\)
stock BSB North \(\mu\) from North to South (intercept) \(0.009\) \(0.001\) \(0.007\) \(0.013\)
stock BSB North \(\mu\) from South to North (intercept) \(0.331\) \(0.044\) \(0.252\) \(0.421\)
North REC CPA log-index observation SD scalar \(10.868\) \(1.706\) \(7.990\) \(14.783\)
South REC CPA log-index observation SD scalar \(6.147\) \(1.182\) \(4.216\) \(8.962\)
Ecov North BT: \(\mu\) \(6.803\) \(0.190\) \(6.431\) \(7.175\)
Ecov North BT: \(\sigma\) \(1.131\) \(0.109\) \(0.937\) \(1.367\)
Ecov North BT: AR1 \(\rho\) \(0.290\) \(0.121\) \(0.040\) \(0.506\)
Ecov South BT: \(\mu\) \(7.606\) \(0.148\) \(7.316\) \(7.895\)
Ecov South BT: \(\sigma\) \(1.017\) \(0.092\) \(0.852\) \(1.215\)
Ecov South BT: AR1 \(\rho\) \(0.149\) \(0.124\) \(-0.099\) \(0.380\)
BSB North Recruitment Ecov: North BT \(\beta_1\) \(0.520\) \(0.126\) \(0.273\) \(0.768\)

Abundance at age

Abundance at age (1000s) for BSB North in North.
1 2 3 4 5 6 7 8+
1989 3648 2299 1187 554 252 114 51 42
1990 8379 2124 1695 325 189 11 3 14
1991 4737 2159 380 515 83 18 1 18
1992 2466 2554 155 52 169 9 3 69
1993 1160 1310 336 274 14 240 1 12
1994 7401 299 1025 105 135 13 18 7
1995 20083 1879 627 113 103 6 2 32
1996 18447 2494 595 167 40 74 8 11
1997 4190 9401 822 181 23 7 13 5
1998 1254 1865 446 375 60 80 2 30
1999 26230 1783 631 351 131 70 11 12
2000 28920 4060 650 599 124 146 8 25
2001 11384 3320 2464 646 378 135 191 5
2002 34020 7278 3617 1952 215 67 77 27
2003 6242 2839 1505 1553 773 65 26 17
2004 3846 1992 2944 595 923 232 2 16
2005 4700 1247 404 798 365 274 61 21
2006 22111 3150 768 816 1003 143 185 1
2007 22874 5434 2132 633 412 433 189 26
2008 28724 4967 2325 858 234 182 122 81
2009 20025 4194 2529 1937 501 33 13 79
2010 6032 2349 2885 1927 1182 175 9 9
2011 21172 2969 2017 1818 726 465 62 10
2012 113966 9756 4679 2503 2001 819 391 77
2013 50418 19766 3492 3193 1907 1235 379 228
2014 19783 9189 22727 3849 2198 1287 792 418
2015 20739 10093 8260 13487 2568 1165 584 551
2016 90218 14885 4214 4328 12765 1566 985 672
2017 39199 34268 7242 3335 3591 8935 642 529
2018 13996 13003 21970 4835 2030 2449 6550 761
2019 44818 5027 8874 15490 3299 1424 1266 4210
2020 51663 10950 4563 8501 11321 2286 1103 3680
2021 36501 11167 10316 3466 5205 8939 1371 3523
Abundance at age (1000s) for BSB North in South.
1 2 3 4 5 6 7 8+
1989 0 111 59 27 12 6 3 2
1990 0 108 40 16 7 3 1 1
1991 0 252 49 27 5 3 0 0
1992 0 142 52 6 7 1 0 0
1993 0 74 58 3 1 3 0 1
1994 0 34 28 7 4 0 4 0
1995 0 213 6 14 1 2 0 0
1996 0 602 50 12 2 2 0 1
1997 0 549 71 7 2 0 1 0
1998 0 126 254 16 3 0 0 0
1999 0 38 49 11 5 1 1 0
2000 0 786 42 8 3 1 1 0
2001 0 868 116 12 10 2 2 1
2002 0 344 101 47 11 6 2 3
2003 0 1032 202 76 35 4 1 2
2004 0 189 100 34 26 12 1 1
2005 0 117 59 65 10 14 4 0
2006 0 142 33 7 8 3 2 1
2007 0 672 88 16 12 13 2 2
2008 0 694 158 42 10 6 6 3
2009 0 871 148 48 14 4 3 3
2010 0 603 123 47 28 7 0 1
2011 0 181 67 43 21 11 2 0
2012 0 646 84 44 33 12 8 1
2013 0 3459 276 105 46 34 14 8
2014 0 1537 647 92 68 38 24 11
2015 0 605 303 598 88 47 27 24
2016 0 634 300 220 312 53 23 22
2017 0 2751 428 116 102 263 31 31
2018 0 1194 1020 195 75 72 164 21
2019 0 429 405 622 125 49 56 155
2020 0 1369 151 240 381 75 29 96
2021 0 1576 341 123 215 274 50 87
Abundance at age (1000s) for BSB South in North.
1 2 3 4 5 6 7 8+
1989 0 0 0 0 0 0 0 0
1990 0 0 0 0 0 0 0 0
1991 0 0 0 0 0 0 0 0
1992 0 0 0 0 0 0 0 0
1993 0 0 0 0 0 0 0 0
1994 0 0 0 0 0 0 0 0
1995 0 0 0 0 0 0 0 0
1996 0 0 0 0 0 0 0 0
1997 0 0 0 0 0 0 0 0
1998 0 0 0 0 0 0 0 0
1999 0 0 0 0 0 0 0 0
2000 0 0 0 0 0 0 0 0
2001 0 0 0 0 0 0 0 0
2002 0 0 0 0 0 0 0 0
2003 0 0 0 0 0 0 0 0
2004 0 0 0 0 0 0 0 0
2005 0 0 0 0 0 0 0 0
2006 0 0 0 0 0 0 0 0
2007 0 0 0 0 0 0 0 0
2008 0 0 0 0 0 0 0 0
2009 0 0 0 0 0 0 0 0
2010 0 0 0 0 0 0 0 0
2011 0 0 0 0 0 0 0 0
2012 0 0 0 0 0 0 0 0
2013 0 0 0 0 0 0 0 0
2014 0 0 0 0 0 0 0 0
2015 0 0 0 0 0 0 0 0
2016 0 0 0 0 0 0 0 0
2017 0 0 0 0 0 0 0 0
2018 0 0 0 0 0 0 0 0
2019 0 0 0 0 0 0 0 0
2020 0 0 0 0 0 0 0 0
2021 0 0 0 0 0 0 0 0
Abundance at age (1000s) for BSB South in South.
1 2 3 4 5 6 7 8+
1989 16554 10457 5685 2422 921 339 123 70
1990 32670 11651 6387 1261 761 215 72 82
1991 25212 25467 4396 1758 418 126 43 61
1992 19994 27047 7118 1352 465 78 23 38
1993 9520 21649 9005 1830 609 130 22 24
1994 19348 6626 9185 2146 667 186 39 15
1995 31093 12581 5283 2225 799 215 100 22
1996 27146 17473 6640 1841 551 455 63 91
1997 13070 22738 5691 1159 390 161 61 48
1998 9356 14994 4981 1878 223 269 31 47
1999 26830 7933 5110 1841 483 152 78 38
2000 45602 21984 4365 2126 515 248 55 56
2001 29614 40685 12546 2101 463 293 79 48
2002 34487 22926 20539 6699 575 247 105 48
2003 15570 30957 9961 7239 2836 159 121 61
2004 10706 15014 12505 2957 3087 591 36 68
2005 8515 12729 5895 4305 1761 620 141 27
2006 14980 10088 3566 2513 2034 854 76 60
2007 24950 9548 3384 1689 917 591 267 67
2008 34549 12761 4970 1557 589 328 180 152
2009 20464 16871 7882 2985 434 258 70 199
2010 22523 10495 7915 4949 1032 285 39 233
2011 17773 8982 5558 4495 1531 870 33 154
2012 28923 5996 6602 3662 1554 983 317 66
2013 20938 11000 4840 3868 1148 958 285 67
2014 12808 9893 10527 2054 1432 653 247 78
2015 16005 8061 6373 5236 895 763 156 109
2016 38800 8147 4898 3210 3707 165 337 145
2017 19841 18292 8820 2964 1135 1593 75 185
2018 7801 15878 14153 5004 1064 431 668 126
2019 22151 5824 13844 7637 2297 473 224 483
2020 26927 12662 6377 7541 4066 934 272 506
2021 14667 13535 13993 4492 2896 2364 443 516

Fishing mortality at age by region

Total fishing mortality at age in North.
1 2 3 4 5 6 7 8+
1989 0.037 0.680 0.946 1.009 1.020 1.026 1.038 1.038
1990 0.014 0.346 0.664 0.724 0.727 0.729 0.734 0.734
1991 0.014 0.339 0.727 0.807 0.814 0.818 0.824 0.824
1992 0.019 0.380 0.669 0.715 0.719 0.721 0.725 0.725
1993 0.045 0.442 0.573 0.613 0.620 0.624 0.631 0.631
1994 0.068 0.629 0.888 0.940 0.947 0.951 0.958 0.958
1995 0.019 0.237 0.453 0.485 0.488 0.489 0.491 0.491
1996 0.018 0.242 1.022 1.214 1.217 1.219 1.222 1.222
1997 0.011 0.146 0.514 0.605 0.611 0.616 0.620 0.620
1998 0.012 0.220 0.758 0.876 0.884 0.890 0.895 0.895
1999 0.026 0.318 1.150 1.380 1.389 1.396 1.404 1.404
2000 0.025 0.270 0.570 0.660 0.671 0.680 0.689 0.689
2001 0.020 0.274 0.588 0.714 0.737 0.754 0.769 0.769
2002 0.013 0.160 0.457 0.644 0.676 0.699 0.720 0.720
2003 0.013 0.182 0.478 0.715 0.770 0.814 0.850 0.850
2004 0.009 0.132 0.397 0.772 0.802 0.825 0.845 0.845
2005 0.023 0.265 0.782 1.435 1.544 1.631 1.705 1.705
2006 0.013 0.154 0.491 0.869 0.938 0.986 1.029 1.029
2007 0.014 0.179 0.515 0.771 0.815 0.841 0.865 0.865
2008 0.012 0.160 0.474 0.721 0.784 0.816 0.844 0.844
2009 0.021 0.264 0.638 0.889 0.969 1.006 1.040 1.040
2010 0.026 0.356 0.861 1.236 1.370 1.425 1.476 1.476
2011 0.011 0.169 0.424 0.636 0.714 0.744 0.770 0.770
2012 0.011 0.152 0.341 0.556 0.645 0.678 0.704 0.704
2013 0.008 0.098 0.231 0.414 0.500 0.532 0.557 0.557
2014 0.008 0.090 0.189 0.352 0.439 0.472 0.499 0.499
2015 0.010 0.107 0.194 0.372 0.484 0.529 0.566 0.566
2016 0.011 0.121 0.189 0.352 0.477 0.533 0.578 0.578
2017 0.010 0.116 0.190 0.364 0.499 0.597 0.682 0.682
2018 0.007 0.083 0.130 0.223 0.295 0.368 0.441 0.441
2019 0.010 0.124 0.186 0.284 0.372 0.510 0.689 0.689
2020 0.011 0.116 0.162 0.225 0.280 0.404 0.615 0.615
2021 0.011 0.124 0.180 0.240 0.293 0.411 0.595 0.595
Total fishing mortality at age in South.
1 2 3 4 5 6 7 8+
1989 0.089 0.316 0.683 0.854 0.905 0.919 0.923 0.924
1990 0.095 0.366 0.822 1.016 1.070 1.085 1.088 1.089
1991 0.117 0.413 0.896 1.120 1.187 1.205 1.210 1.211
1992 0.079 0.310 0.701 0.865 0.909 0.921 0.924 0.925
1993 0.097 0.349 0.762 0.950 1.006 1.021 1.025 1.026
1994 0.082 0.296 0.646 0.805 0.852 0.865 0.869 0.870
1995 0.094 0.316 0.666 0.839 0.894 0.909 0.913 0.914
1996 0.137 0.512 1.138 1.411 1.489 1.510 1.515 1.517
1997 0.106 0.352 0.738 0.932 0.994 1.012 1.016 1.017
1998 0.053 0.225 0.527 0.644 0.673 0.681 0.683 0.683
1999 0.045 0.185 0.428 0.524 0.549 0.555 0.557 0.558
2000 0.054 0.188 0.401 0.504 0.535 0.544 0.546 0.547
2001 0.042 0.138 0.288 0.364 0.389 0.395 0.397 0.398
2002 0.034 0.110 0.228 0.289 0.309 0.314 0.316 0.316
2003 0.047 0.156 0.329 0.414 0.442 0.449 0.451 0.452
2004 0.033 0.128 0.289 0.357 0.375 0.380 0.382 0.382
2005 0.035 0.131 0.290 0.360 0.380 0.385 0.387 0.387
2006 0.034 0.130 0.291 0.360 0.379 0.385 0.386 0.386
2007 0.045 0.158 0.342 0.428 0.454 0.461 0.463 0.463
2008 0.055 0.187 0.397 0.499 0.531 0.540 0.542 0.543
2009 0.046 0.146 0.297 0.378 0.406 0.413 0.415 0.416
2010 0.051 0.163 0.332 0.423 0.453 0.461 0.464 0.464
2011 0.020 0.080 0.183 0.225 0.237 0.240 0.240 0.241
2012 0.049 0.154 0.315 0.401 0.430 0.438 0.440 0.440
2013 0.037 0.128 0.274 0.344 0.365 0.371 0.373 0.373
2014 0.024 0.086 0.185 0.232 0.246 0.249 0.251 0.251
2015 0.017 0.061 0.133 0.166 0.176 0.179 0.179 0.180
2016 0.023 0.077 0.163 0.205 0.219 0.223 0.224 0.224
2017 0.036 0.115 0.234 0.298 0.319 0.325 0.327 0.327
2018 0.022 0.071 0.145 0.184 0.197 0.201 0.202 0.202
2019 0.020 0.070 0.149 0.187 0.199 0.202 0.203 0.203
2020 0.026 0.091 0.194 0.244 0.259 0.264 0.265 0.265
2021 0.046 0.148 0.307 0.389 0.416 0.423 0.425 0.426

Fishing mortality at age by fleet

Total fishing mortality at age in North Commercial.
1 2 3 4 5 6 7 8+
1989 0.023 0.300 0.380 0.389 0.389 0.389 0.389 0.389
1990 0.006 0.184 0.444 0.486 0.486 0.486 0.486 0.486
1991 0.006 0.178 0.483 0.532 0.532 0.532 0.532 0.532
1992 0.013 0.293 0.544 0.572 0.572 0.572 0.572 0.572
1993 0.026 0.259 0.323 0.329 0.329 0.329 0.329 0.329
1994 0.019 0.353 0.543 0.562 0.562 0.562 0.562 0.562
1995 0.008 0.174 0.368 0.390 0.390 0.390 0.390 0.390
1996 0.007 0.176 0.921 1.098 1.098 1.098 1.098 1.098
1997 0.002 0.079 0.388 0.451 0.451 0.451 0.451 0.451
1998 0.004 0.157 0.624 0.707 0.707 0.707 0.707 0.707
1999 0.003 0.173 0.916 1.105 1.105 1.105 1.105 1.105
2000 0.002 0.117 0.321 0.360 0.360 0.360 0.360 0.360
2001 0.005 0.164 0.351 0.390 0.390 0.390 0.390 0.390
2002 0.002 0.071 0.245 0.331 0.331 0.331 0.331 0.331
2003 0.003 0.088 0.222 0.319 0.319 0.319 0.319 0.319
2004 0.002 0.066 0.241 0.545 0.545 0.545 0.545 0.545
2005 0.001 0.062 0.329 0.774 0.774 0.774 0.774 0.774
2006 0.001 0.046 0.237 0.477 0.477 0.477 0.477 0.477
2007 0.002 0.067 0.252 0.399 0.399 0.399 0.399 0.399
2008 0.001 0.039 0.184 0.271 0.271 0.271 0.271 0.271
2009 0.002 0.048 0.133 0.165 0.165 0.165 0.165 0.165
2010 0.002 0.055 0.161 0.203 0.203 0.203 0.203 0.203
2011 0.002 0.049 0.157 0.210 0.210 0.210 0.210 0.210
2012 0.001 0.019 0.074 0.111 0.111 0.111 0.111 0.111
2013 0.001 0.021 0.078 0.121 0.121 0.121 0.121 0.121
2014 0.001 0.021 0.061 0.091 0.091 0.091 0.091 0.091
2015 0.001 0.016 0.051 0.088 0.088 0.088 0.088 0.088
2016 0.001 0.016 0.050 0.098 0.098 0.098 0.098 0.098
2017 0.002 0.030 0.086 0.183 0.183 0.183 0.183 0.183
2018 0.003 0.033 0.071 0.126 0.126 0.126 0.126 0.126
2019 0.004 0.042 0.088 0.144 0.144 0.144 0.144 0.144
2020 0.004 0.034 0.071 0.115 0.115 0.115 0.115 0.115
2021 0.003 0.035 0.079 0.126 0.126 0.126 0.126 0.126
Total fishing mortality at age in North Recreational.
1 2 3 4 5 6 7 8+
1989 0.014 0.380 0.566 0.620 0.630 0.636 0.649 0.649
1990 0.008 0.162 0.220 0.238 0.241 0.243 0.248 0.248
1991 0.008 0.161 0.244 0.275 0.282 0.286 0.292 0.292
1992 0.007 0.087 0.125 0.144 0.148 0.150 0.153 0.153
1993 0.019 0.184 0.250 0.285 0.292 0.296 0.302 0.302
1994 0.049 0.277 0.345 0.378 0.385 0.389 0.396 0.396
1995 0.012 0.063 0.085 0.095 0.097 0.099 0.101 0.101
1996 0.011 0.066 0.101 0.116 0.119 0.122 0.124 0.124
1997 0.008 0.067 0.126 0.154 0.161 0.165 0.170 0.170
1998 0.009 0.063 0.133 0.169 0.177 0.183 0.188 0.188
1999 0.023 0.144 0.233 0.275 0.284 0.291 0.299 0.299
2000 0.023 0.152 0.249 0.299 0.311 0.320 0.329 0.329
2001 0.015 0.110 0.237 0.324 0.347 0.363 0.379 0.379
2002 0.011 0.090 0.212 0.313 0.345 0.368 0.389 0.389
2003 0.011 0.094 0.256 0.397 0.451 0.495 0.532 0.532
2004 0.007 0.066 0.156 0.227 0.257 0.280 0.300 0.300
2005 0.022 0.203 0.453 0.660 0.770 0.857 0.931 0.931
2006 0.012 0.109 0.253 0.392 0.461 0.509 0.552 0.552
2007 0.012 0.112 0.263 0.373 0.416 0.443 0.466 0.466
2008 0.011 0.121 0.290 0.450 0.512 0.544 0.573 0.573
2009 0.019 0.216 0.505 0.724 0.804 0.840 0.875 0.875
2010 0.024 0.301 0.700 1.033 1.167 1.222 1.273 1.273
2011 0.009 0.119 0.267 0.426 0.504 0.534 0.559 0.559
2012 0.010 0.133 0.267 0.445 0.534 0.567 0.593 0.593
2013 0.007 0.077 0.153 0.294 0.379 0.411 0.437 0.437
2014 0.007 0.069 0.128 0.261 0.348 0.382 0.409 0.409
2015 0.009 0.091 0.143 0.284 0.396 0.441 0.478 0.478
2016 0.010 0.105 0.139 0.254 0.378 0.435 0.480 0.480
2017 0.008 0.086 0.104 0.181 0.317 0.414 0.499 0.499
2018 0.004 0.049 0.059 0.097 0.169 0.242 0.315 0.315
2019 0.006 0.082 0.098 0.140 0.228 0.365 0.545 0.545
2020 0.007 0.081 0.091 0.110 0.165 0.289 0.500 0.500
2021 0.008 0.089 0.101 0.114 0.167 0.285 0.469 0.469
Total fishing mortality at age in South Commercial.
1 2 3 4 5 6 7 8+
1989 0.009 0.090 0.255 0.296 0.299 0.300 0.300 0.300
1990 0.014 0.138 0.390 0.452 0.458 0.458 0.458 0.458
1991 0.013 0.120 0.340 0.394 0.399 0.399 0.399 0.399
1992 0.013 0.121 0.344 0.399 0.403 0.404 0.404 0.404
1993 0.011 0.106 0.301 0.349 0.353 0.354 0.354 0.354
1994 0.009 0.090 0.255 0.295 0.299 0.299 0.299 0.299
1995 0.008 0.072 0.204 0.237 0.240 0.240 0.240 0.240
1996 0.019 0.179 0.507 0.588 0.595 0.596 0.596 0.596
1997 0.008 0.075 0.212 0.246 0.249 0.250 0.250 0.250
1998 0.011 0.107 0.304 0.352 0.357 0.357 0.357 0.357
1999 0.009 0.083 0.234 0.271 0.274 0.275 0.275 0.275
2000 0.005 0.048 0.137 0.159 0.161 0.161 0.161 0.161
2001 0.003 0.027 0.077 0.089 0.090 0.090 0.090 0.090
2002 0.002 0.021 0.060 0.069 0.070 0.070 0.070 0.070
2003 0.004 0.035 0.099 0.115 0.117 0.117 0.117 0.117
2004 0.005 0.049 0.138 0.160 0.162 0.162 0.162 0.162
2005 0.005 0.045 0.128 0.148 0.150 0.150 0.150 0.150
2006 0.005 0.048 0.136 0.158 0.160 0.160 0.160 0.160
2007 0.005 0.044 0.126 0.146 0.148 0.148 0.148 0.148
2008 0.005 0.045 0.127 0.147 0.149 0.149 0.149 0.149
2009 0.002 0.022 0.061 0.071 0.072 0.072 0.072 0.072
2010 0.003 0.025 0.071 0.083 0.084 0.084 0.084 0.084
2011 0.003 0.032 0.091 0.106 0.107 0.107 0.107 0.107
2012 0.003 0.024 0.069 0.080 0.081 0.081 0.081 0.081
2013 0.003 0.033 0.093 0.108 0.109 0.109 0.109 0.109
2014 0.003 0.025 0.070 0.081 0.082 0.082 0.082 0.082
2015 0.002 0.018 0.051 0.059 0.059 0.059 0.059 0.059
2016 0.002 0.017 0.049 0.057 0.057 0.057 0.057 0.057
2017 0.002 0.018 0.050 0.058 0.059 0.059 0.059 0.059
2018 0.001 0.012 0.033 0.038 0.039 0.039 0.039 0.039
2019 0.002 0.018 0.052 0.060 0.061 0.061 0.061 0.061
2020 0.002 0.023 0.066 0.077 0.078 0.078 0.078 0.078
2021 0.003 0.027 0.076 0.089 0.090 0.090 0.090 0.090
Total fishing mortality at age in South Recreational.
1 2 3 4 5 6 7 8+
1989 0.080 0.225 0.428 0.558 0.606 0.620 0.623 0.624
1990 0.081 0.228 0.433 0.564 0.613 0.627 0.630 0.631
1991 0.104 0.293 0.556 0.726 0.788 0.806 0.811 0.812
1992 0.067 0.188 0.357 0.466 0.506 0.517 0.521 0.521
1993 0.086 0.243 0.461 0.601 0.653 0.668 0.672 0.673
1994 0.073 0.206 0.391 0.510 0.554 0.566 0.570 0.571
1995 0.086 0.243 0.462 0.602 0.654 0.669 0.673 0.674
1996 0.118 0.333 0.631 0.823 0.894 0.914 0.919 0.921
1997 0.098 0.277 0.526 0.686 0.745 0.762 0.767 0.768
1998 0.042 0.118 0.224 0.292 0.317 0.324 0.326 0.326
1999 0.036 0.102 0.194 0.253 0.275 0.281 0.282 0.283
2000 0.049 0.139 0.264 0.345 0.374 0.383 0.385 0.386
2001 0.039 0.111 0.211 0.275 0.299 0.305 0.307 0.308
2002 0.031 0.089 0.168 0.220 0.239 0.244 0.245 0.246
2003 0.043 0.121 0.229 0.299 0.325 0.332 0.334 0.335
2004 0.028 0.079 0.151 0.197 0.213 0.218 0.220 0.220
2005 0.030 0.086 0.163 0.212 0.230 0.236 0.237 0.237
2006 0.029 0.082 0.155 0.202 0.219 0.224 0.226 0.226
2007 0.040 0.114 0.216 0.282 0.306 0.313 0.315 0.315
2008 0.050 0.142 0.270 0.352 0.382 0.391 0.393 0.394
2009 0.044 0.124 0.236 0.308 0.334 0.342 0.344 0.344
2010 0.049 0.137 0.261 0.340 0.369 0.378 0.380 0.381
2011 0.017 0.048 0.091 0.119 0.129 0.132 0.133 0.133
2012 0.046 0.130 0.246 0.321 0.348 0.356 0.359 0.359
2013 0.034 0.095 0.181 0.236 0.256 0.262 0.263 0.264
2014 0.022 0.061 0.116 0.151 0.164 0.168 0.169 0.169
2015 0.015 0.043 0.082 0.108 0.117 0.119 0.120 0.120
2016 0.021 0.060 0.114 0.149 0.161 0.165 0.166 0.166
2017 0.034 0.097 0.184 0.240 0.260 0.266 0.268 0.268
2018 0.021 0.059 0.112 0.146 0.158 0.162 0.163 0.163
2019 0.018 0.051 0.097 0.127 0.138 0.141 0.142 0.142
2020 0.024 0.068 0.128 0.167 0.182 0.186 0.187 0.187
2021 0.043 0.121 0.230 0.300 0.326 0.333 0.335 0.336